| Number of Variables | 10 |
|---|---|
| Number of Rows | 140 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 22.2 KB |
| Average Row Size in Memory | 162.4 B |
| Variable Types |
|
| Turnover_lay and Turnover_2012 have similar distributions | Similar Distribution |
|---|---|
| Turnover_lay and Total_assets_2012 have similar distributions | Similar Distribution |
| Turnover_2012 and Total_assets_2012 have similar distributions | Similar Distribution |
| Patent_count is skewed | Skewed |
| Turnover_lay is skewed | Skewed |
| Turnover_2012 is skewed | Skewed |
| Total_assets_2012 is skewed | Skewed |
| Employees_2012 is skewed | Skewed |
| R&D_2012 is skewed | Skewed |
| ID has a high cardinality: 127 distinct values | High Cardinality |
| University has constant value "0" | Constant |
|---|---|
| Patent_industry has constant length 1 | Constant Length |
| University has constant length 1 | Constant Length |
| Country_code has constant length 3 | Constant Length |
categorical
| Approximate Distinct Count | 127 |
|---|---|
| Approximate Unique (%) | 90.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 12.4 KB |
| Mean | 24.7429 |
|---|---|
| Standard Deviation | 9.8903 |
| Median | 22 |
| Minimum | 6 |
| Maximum | 66 |
| 1st row | JSR CORPORATION |
|---|---|
| 2nd row | Toppan Printing Co... |
| 3rd row | BP Chemicals Limit... |
| 4th row | Sharp Kabushiki Ka... |
| 5th row | Bridgestone Corpor... |
| Count | 2996 |
|---|---|
| Lowercase Letter | 2279 |
| Space Separator | 336 |
| Uppercase Letter | 717 |
| Dash Punctuation | 6 |
| Decimal Number | 1 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 9.0 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 140 |
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 9.0 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 140 |
numerical
| Approximate Distinct Count | 102 |
|---|---|
| Approximate Unique (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2.2 KB |
| Mean | 6673.1357 |
| Minimum | 1 |
| Maximum | 204120 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 3 |
| Q1 | 20 |
| Median | 325 |
| Q3 | 1493.25 |
| 95-th Percentile | 20118 |
| Maximum | 204120 |
| Range | 204119 |
| IQR | 1473.25 |
| Mean | 6673.1357 |
|---|---|
| Standard Deviation | 27261.5772 |
| Variance | 7.4319e+08 |
| Sum | 934239 |
| Skewness | 6.0891 |
| Kurtosis | 38.8672 |
| Coefficient of Variation | 4.0853 |
numerical
| Approximate Distinct Count | 102 |
|---|---|
| Approximate Unique (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2.2 KB |
| Mean | 3.9204e+07 |
| Minimum | 1195 |
| Maximum | 2.7667e+08 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1195 |
|---|---|
| 5-th Percentile | 63729 |
| Q1 | 3.31e+06 |
| Median | 1.1976e+07 |
| Q3 | 4.8105e+07 |
| 95-th Percentile | 2.4238e+08 |
| Maximum | 2.7667e+08 |
| Range | 2.7667e+08 |
| IQR | 4.4795e+07 |
| Mean | 3.9204e+07 |
|---|---|
| Standard Deviation | 6.5386e+07 |
| Variance | 4.2754e+15 |
| Sum | 5.4885e+09 |
| Skewness | 2.6569 |
| Kurtosis | 6.6635 |
| Coefficient of Variation | 1.6679 |
numerical
| Approximate Distinct Count | 102 |
|---|---|
| Approximate Unique (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2.2 KB |
| Mean | 3.7164e+07 |
| Minimum | 0 |
| Maximum | 3.7712e+08 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 31388 |
| Q1 | 2.6961e+06 |
| Median | 9.0449e+06 |
| Q3 | 3.8034e+07 |
| 95-th Percentile | 2.3435e+08 |
| Maximum | 3.7712e+08 |
| Range | 3.7712e+08 |
| IQR | 3.5338e+07 |
| Mean | 3.7164e+07 |
|---|---|
| Standard Deviation | 6.2475e+07 |
| Variance | 3.9031e+15 |
| Sum | 5.203e+09 |
| Skewness | 2.774 |
| Kurtosis | 8.5466 |
| Coefficient of Variation | 1.681 |
numerical
| Approximate Distinct Count | 102 |
|---|---|
| Approximate Unique (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2.2 KB |
| Mean | 5.017e+07 |
| Minimum | 2176 |
| Maximum | 3.7688e+08 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2176 |
|---|---|
| 5-th Percentile | 104260 |
| Q1 | 2.4695e+06 |
| Median | 1.1567e+07 |
| Q3 | 4.6741e+07 |
| 95-th Percentile | 3.0429e+08 |
| Maximum | 3.7688e+08 |
| Range | 3.7688e+08 |
| IQR | 4.4272e+07 |
| Mean | 5.017e+07 |
|---|---|
| Standard Deviation | 8.914e+07 |
| Variance | 7.9459e+15 |
| Sum | 7.0238e+09 |
| Skewness | 2.6742 |
| Kurtosis | 6.7524 |
| Coefficient of Variation | 1.7768 |
numerical
| Approximate Distinct Count | 102 |
|---|---|
| Approximate Unique (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2.2 KB |
| Mean | 85729.1714 |
| Minimum | 12 |
| Maximum | 434246 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 12 |
|---|---|
| 5-th Percentile | 115.55 |
| Q1 | 8621 |
| Median | 30697 |
| Q3 | 132276 |
| 95-th Percentile | 333498 |
| Maximum | 434246 |
| Range | 434234 |
| IQR | 123655 |
| Mean | 85729.1714 |
|---|---|
| Standard Deviation | 111190.1856 |
| Variance | 1.2363e+10 |
| Sum | 1.2002e+07 |
| Skewness | 1.4884 |
| Kurtosis | 1.065 |
| Coefficient of Variation | 1.297 |
numerical
| Approximate Distinct Count | 102 |
|---|---|
| Approximate Unique (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2.2 KB |
| Mean | 1.8136e+06 |
| Minimum | 1211 |
| Maximum | 1.0148e+07 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1211 |
|---|---|
| 5-th Percentile | 10680.65 |
| Q1 | 110064 |
| Median | 555631 |
| Q3 | 3.4056e+06 |
| 95-th Percentile | 8.5763e+06 |
| Maximum | 1.0148e+07 |
| Range | 1.0147e+07 |
| IQR | 3.2955e+06 |
| Mean | 1.8136e+06 |
|---|---|
| Standard Deviation | 2.5438e+06 |
| Variance | 6.471e+12 |
| Sum | 2.539e+08 |
| Skewness | 1.6058 |
| Kurtosis | 1.6465 |
| Coefficient of Variation | 1.4027 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 9.3 KB |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 4.0 |
|---|---|
| 2nd row | 4.0 |
| 3rd row | 2.0 |
| 4th row | 4.0 |
| 5th row | 4.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 280 |